Event Transformer. A sparse-aware solution for efficient event data processing

7 April 2022

Papers citing "Event Transformer. A sparse-aware solution for efficient event data processing"

33 / 33 papers shown

Title
DELTA: Dense Depth from Events and LiDAR using Transformer's Attention Vincent Brebion Julien Moreau Franck Davoine 20 0 0 05 May 2025
Event-Based Eye Tracking. 2025 Event-based Vision Workshop Qinyu Chen Chang Gao Min Liu Daniele Perrone Yan Ru Pei ... Hoang M. Truong Vinh-Thuan Ly Huy G. Tran Thuan-Phat Nguyen Tram T. Doan 30 0 0 25 Apr 2025
Hardware, Algorithms, and Applications of the Neuromorphic Vision Sensor: a Review Claudio Cimarelli Jose A. Millan-Romera Holger Voos J. López 30 0 0 11 Apr 2025
EMF: Event Meta Formers for Event-based Real-time Traffic Object Detection Muhammad Ahmed Ullah Khan Abdul Hannan Khan Andreas Dengel 30 0 0 05 Apr 2025
FUSE: Label-Free Image-Event Joint Monocular Depth Estimation via Frequency-Decoupled Alignment and Degradation-Robust Fusion Pihai Sun Junjun Jiang Yuanqi Yao Youyu Chen Wenbo Zhao Kui Jiang Xianming Liu MDE 36 0 0 25 Mar 2025
Temporal-Guided Spiking Neural Networks for Event-Based Human Action Recognition Siyuan Yang Shilin Lu Shizheng Wang Meng Hwa Er Zengwei Zheng Alex C. Kot 37 0 0 21 Mar 2025
SpikMamba: When SNN meets Mamba in Event-based Human Action Recognition Jiaqi Chen Yan Yang Shizhuo Deng Da Teng Liyuan Pan Mamba 21 0 0 22 Oct 2024
EventHDR: from Event to High-Speed HDR Videos and Beyond Yunhao Zou Ying Fu Tsuyoshi Takatani Yinqiang Zheng 26 4 0 25 Sep 2024
Path-adaptive Spatio-Temporal State Space Model for Event-based Recognition with Arbitrary Duration Jiazhou Zhou Kanghao Chen Lei Zhang Lin Wang 24 0 0 25 Sep 2024
DailyDVS-200: A Comprehensive Benchmark Dataset for Event-Based Action Recognition Qi Wang Zhou Xu Yuming Lin Jingtao Ye Hongsheng Li Guangming Zhu Syed Afaq Ali Shah Mohammed Bennamoun Liang Zhang AI4TS 25 5 0 06 Jul 2024
Text-to-Events: Synthetic Event Camera Streams from Conditional Text Input Joachim Ott Zuowen Wang Shih-Chii Liu DiffM VGen 28 0 0 05 Jun 2024
Event-Based Eye Tracking. AIS 2024 Challenge Survey Zuowen Wang Chang Gao Zongwei Wu Marcos V. Conde Radu Timofte ... Bo-Xun Cheng Xinan Zhang Valentin Vial Anthony Yezzi James Tsai 41 9 0 17 Apr 2024
Neuromorphic Vision-based Motion Segmentation with Graph Transformer Neural Network Yusra Alkendi Rana Azzam Sajid Javed Lakmal Seneviratne Yahya Zweiri ViT 21 4 0 16 Apr 2024
Scene Adaptive Sparse Transformer for Event-based Object Detection Yansong Peng Hebei Li Yueyi Zhang Xiaoyan Sun Feng Wu ViT 30 11 0 02 Apr 2024
EventSleep: Sleep Activity Recognition with Event Cameras Carlos Plou Nerea Gallego Alberto Sabater Eduardo Montijano Pablo Urcola Luis Montesano Ruben Martinez-Cantin Ana C. Murillo 18 1 0 02 Apr 2024
ExACT: Language-guided Conceptual Reasoning and Uncertainty Estimation for Event-based Action Recognition and More Jiazhou Zhou Xueye Zheng Yuanhuiyi Lyu Lin Wang 67 17 0 19 Mar 2024
EventRPG: Event Data Augmentation with Relevance Propagation Guidance Mingyuan Sun Donghao Zhang Zongyuan Ge Jiaxu Wang Jia Li Zheng Fang Renjing Xu 19 7 0 14 Mar 2024
Temporal-Spatial Processing of Event Camera Data via Delay-Loop Reservoir Neural Network Richard Lau Anthony Tylan-Tyler Lihan Yao Roberto Rey-de-Castro Robert Taylor Isaiah Jones 13 0 0 12 Feb 2024
ALERT-Transformer: Bridging Asynchronous and Synchronous Machine Learning for Real-Time Event-based Spatio-Temporal Data Carmen Martin-Turrero Maxence Bouvier Manuel Breitenstein Pietro Zanuttigh Vincent Parret 15 4 0 02 Feb 2024
3D Pose Estimation of Two Interacting Hands from a Monocular Event Camera Christen Millerdurai D. Luvizon Viktor Rudnev André Jonas Jiayi Wang Christian Theobalt Vladislav Golyanik 22 9 0 21 Dec 2023
GET: Group Event Transformer for Event-Based Vision Yansong Peng Yueyi Zhang Zhiwei Xiong Xiaoyan Sun Feng Wu 22 37 0 04 Oct 2023
Event-based Vision for Early Prediction of Manipulation Actions Daniel Deniz Cornelia Fermuller Eduardo Ros M. Rodríguez-Álvarez Francisco Barranco ViT 13 2 0 26 Jul 2023
Hierarchical Neural Memory Network for Low Latency Event Processing Ryuhei Hamaguchi Yasutaka Furukawa Masaki Onishi Ken Sakurada 25 26 0 29 May 2023
Asynchronous Events-based Panoptic Segmentation using Graph Mixer Neural Network Sanket Kachole Yusra Alkendi F. B. Naeini Dimitrios Makris Yahya Zweiri 11 2 0 05 May 2023
Online Transformers with Spiking Neurons for Fast Prosthetic Hand Control Nathan Leroux Jan Finkbeiner Emre Neftci 10 9 0 21 Mar 2023
Event Fusion Photometric Stereo Network Won-Wha Ryoo Giljoo Nam Jae-Sang Hyun Sangpil Kim 17 2 0 01 Mar 2023
Recurrent Vision Transformers for Object Detection with Event Cameras Mathias Gehrig Davide Scaramuzza 21 111 0 11 Dec 2022
Event-based Monocular Dense Depth Estimation with Recurrent Transformers Xu Liu Jianing Li Xiaopeng Fan Yonghong Tian ViT MDE 38 16 0 06 Dec 2022
Event Transformer+. A multi-purpose solution for efficient event data processing Alberto Sabater Luis Montesano Ana C. Murillo ViT 11 5 0 22 Nov 2022
A Spatial-channel-temporal-fused Attention for Spiking Neural Networks Wuque Cai Hongze Sun Rui Liu Yan Cui Jun Wang Yang Xia D. Yao Daqing Guo 9 12 0 22 Sep 2022
Event Transformer Bin Jiang Zhihao Li M. Salman Asif Xun Cao Zhan Ma ViT 14 0 0 11 Apr 2022
Temporal Binary Representation for Event-Based Action Recognition Simone Undri Innocenti Federico Becattini F. Pernici A. Bimbo 43 54 0 18 Oct 2020
EventNet: Asynchronous Recursive Event Processing Yusuke Sekikawa K. Hara Hideo Saito 49 97 0 07 Dec 2018